The box sat on the kitchen counter, a silent accusation. The woman’s stomach churned. She’d stumbled upon it while cleaning out her garage. Dusting off the dirt, she’d felt a jolt of recognition, a familiar sting of panic. She didn't have time to deal with this.

She walked away and began pacing, her foot tapping erratically. She told herself she was busy. The thought of opening it brought a prickling sensation to her skin. The urge to flee was almost overwhelming.

She returned to the box, and finally opened it. Inside were pressed flowers, a dried butterfly, and a small, leather-bound journal. The first entry was dated from her tenth birthday. She wanted to smash it.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256